Title :
Optimal trajectory control for capturing a mobile sound source
Author :
Jongho Han ; Jangmyung Lee ; Xinjun Sheng ; Xiangyang Zhu
Author_Institution :
State Key Laboatory of Mech. Syst. & Vibration, Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
This paper suggests the study for the process of planning and capturing the optimal trajectory by the mobile robot in order to efficiently capture mobile sound sources. The sound sources are released and moved by using the mobile robot. The mobile robot is equipped with a microphone array, which makes it possible to obtain the location and direction of the mobile sound sources. For the capturing process, it is necessary to be aware of the location and direction of the mobile sound sources in advance. Therefore, the predictive algorithm can be used. For the predicting process, the Kalman filter is formed. As the mobile robot plans the optimal trajectory for the location of the predicted mobile sound sources, it is possible to capture the mobile sound sources efficiently.
Keywords :
Kalman filters; acoustic signal processing; mobile robots; optimal control; path planning; predictive control; trajectory control; Kalman filter; capturing process; mobile robot; mobile sound source; optimal trajectory control; predictive algorithm; sound source direction; sound source location; Arrays; Microphones; Mobile communication; Mobile robots; Planning; Trajectory; Estimation; Microphone array; Mobile Sound Source; Predictive; Tracking;
Conference_Titel :
Advanced Intelligent Mechatronics (AIM), 2015 IEEE International Conference on
Conference_Location :
Busan
DOI :
10.1109/AIM.2015.7222596